AI Product Metrics That Actually Tell You If It Is Working

An engineering team I worked with shipped an AI feature that looked great on every dashboard they cared about. Eval pass rate: 88%. Latency P99: 2.3 seconds. Cost per call: well under budget. Deployment was clean. The team felt good and moved on. Twe...